try-conv-1d-skip-connection-junctions

david-thrower / cerebros-core-algorithm-alpha

The Cerebros package is an ultra-precise Neural Architecture Search (NAS) / AutoML that is intended to much more closely mimic biological neurons than conventional neural network architecture strategies.

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try-conv-1d-skip-connection-junctions #139

Open david-thrower opened 6 months ago

david-thrower commented 6 months ago

Kind of issue: Enhancements

Suggested Labels (If you don't know, that's ok): kind/enhancement kind/r-and-d

david-thrower commented 6 months ago

Constraints: Need to dynamically determine Conv1D hyperparams based on characteristics of incoming concatenated inputs.

Number of filters to be optimal.
kernel size < number inputs[-1].shape, but consider some rules of thumb for finding optimal kernel and number of filters.